The artist's studio was a masterpiece of controlled chaos, paint splattered everywhere, canvases stacked against the walls. Yet, the chaos was curated by her, the artist. She moved through the space with the grace of a seasoned conductor, a paintbrush a natural extension of her hand. Her latest exhibition had been a triumph. The critics raved.

In a forgotten storage space, she located a box of old sketches, a forgotten era of her life. A folded piece of paper caught her eye. It was a letter, addressed to her art teacher, Mr. Davies.

The first line, scrawled in her youthful handwriting, resonated: "Mr. Davies, I am confident that I will surpass all expectations..." The letter continued to discuss her unique approach to painting, her dedication, her unwavering belief in her own talent. She recalled the teacher's bemused expression when she'd shared her vision.

Emotion: smug

Cluster: Positive / Joy
PC1 (Valence): 3.43 Positive
PC2 (Disposition): 1.71

Role in Research

This story is one of 1,000 stories generated for the emotion smug. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 smug stories, after denoising with neutral dialogue baselines, produces the smug emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the smug vector is projected through the unembedding matrix.

Promoted:
de1.109
l0.615
la0.585
😎0.570
😉0.564
Suppressed:
S-0.579
own-0.486
💔-0.483
😞-0.464
😣-0.455